Prediction of preferences for sellers on online auctions based on evidence theory

Kód výsledku v IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60076658%3A12510%2F14%3A43887782" target="_blank" >RIV/60076658:12510/14:43887782 - isvavai.cz</a>
Výsledek na webu
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DOI - Digital Object Identifier
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Jazyk výsledku
angličtina
Název v původním jazyce
Prediction of preferences for sellers on online auctions based on evidence theory
Popis výsledku v původním jazyce
In this paper, a new prediction method for preferences of sellers on online auctions is proposed. This method is based on belief function theory. The effects of both reputation and price of each seller who sold certain goods are represented by basic belief assignments. The proposed prediction of the choice of sellers on online auctions is then determined by a combination of these BBAs when so-called auction preference index is calculated. Experiments are used to illustrate the effectiveness of the proposed method.
Název v anglickém jazyce
Prediction of preferences for sellers on online auctions based on evidence theory
Popis výsledku anglicky
In this paper, a new prediction method for preferences of sellers on online auctions is proposed. This method is based on belief function theory. The effects of both reputation and price of each seller who sold certain goods are represented by basic belief assignments. The proposed prediction of the choice of sellers on online auctions is then determined by a combination of these BBAs when so-called auction preference index is calculated. Experiments are used to illustrate the effectiveness of the proposed method.

Projekt
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Návaznosti
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Rok uplatnění
2014
Kód důvěrnosti údajů
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Podobné výsledky(10)